Zoom-Neural-Search-Assistant-Sample

A Zoom Team Chat bot that combines Cerebras' Llama 3.1-8b model with Exa search capabilities to provide intelligent responses. The bot can search for current information when needed and maintain conversation context.

Core Features

• Integration with Zoom Team Chat for message handling
• Cerebras Llama 3.1-8b model for response generation
• Exa neural search integration for current information
• Per-user conversation history tracking
• Automatic search decision system
• Response streaming for better performance

Technical Components

1. Zoom Integration

• Handles incoming webhooks for chat messages
• Supports bot installation/uninstallation events
• Manages OAuth authentication
• Sends formatted responses back to Zoom

2. Cerebras Integration

• Uses Llama 3.1-8b model
• Maintains conversation context per user
• Streams responses for better performance
• Makes intelligent decisions about when to search

3. Exa Search

• Neural search with automatic prompt optimization
• Configures for 3 results per search
• Retrieves full text content
• Integrates search results into responses

Setup Requirements

• Node.js (version 12 or later)
• Zoom Team Chat app credentials
• Cerebras API key
• Exa API key

Environment Variables

Create a .env file with:

ZOOM_CLIENT_ID=your_zoom_client_id
ZOOM_CLIENT_SECRET=your_zoom_client_secret
ZOOM_BOT_JID=your_zoom_bot_jid
ZOOM_WEBHOOK_SECRET_TOKEN=your_zoom_webhook_secret_token
CEREBRAS_API_KEY=your_cerebras_api_key
EXA_API_KEY=your_exa_api_key
BOT_NOTIFICATION_URL=your_custom_endpoint
PORT=4000

Installation

1. Clone the repository:

git clone https://github.com/zoom/Zoom-Chat-Neural-Search-Assistant-Sample
cd zoom-cerebras-chatbot

2. Install dependencies:

npm install

Running the Bot

Start the server:

npm start

The server will:

• Run on the specified PORT (default: 4000)
• Listen for webhook events at BOT_NOTIFICATION_URL

How It Works

Message Reception

• Zoom sends webhook event to server
• System processes incoming message

Response Generation

• Checks if current information is needed
• Performs Exa search if necessary
• Uses Cerebras to generate response
• Maintains conversation context
• Streams response back to Zoom

Project Structure

• index.js - Main server setup
• src/clients/cerebrasClient.js - Cerebras integration and conversation management
• src/clients/exaClient.js - Exa search functionality
• src/zoom/zoomAuth.js - Zoom authentication
• src/zoom/sendChatbotMessage.js - Message sending to Zoom
• src/zoom/zoomWebhookHandler.js - Webhook event processing

License

MIT License - See LICENSE file for details

Author

Ojus Save